Uncertainty Estimation with Infinitesimal Jackknife, Its Distribution and Mean-Field Approximation

13 Jun 2020Zhiyun LuEugene IeFei Sha

Uncertainty quantification is an important research area in machine learning. Many approaches have been developed to improve the representation of uncertainty in deep models to avoid overconfident predictions... (read more)

PDF Abstract

Code


No code implementations yet. Submit your code now

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper